Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 8626 |
| Missing cells | 24692 |
| Missing cells (%) | 19.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1011.0 KiB |
| Average record size in memory | 120.0 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 7 |
| Categorical | 6 |
WEIGHT is highly overall correlated with HEIGHT | High correlation |
HEIGHT is highly overall correlated with WEIGHT | High correlation |
BPSYS is highly overall correlated with BPDIAS | High correlation |
BPDIAS is highly overall correlated with BPSYS and 1 other fields | High correlation |
VISION is highly overall correlated with VISCORR | High correlation |
VISCORR is highly overall correlated with VISION | High correlation |
HEARING is highly overall correlated with HEARAID | High correlation |
HEARAID is highly overall correlated with HEARING | High correlation |
HEARWAID is highly overall correlated with BPDIAS | High correlation |
VISCORR is highly imbalanced (64.6%) | Imbalance |
VISWCORR is highly imbalanced (83.2%) | Imbalance |
HEARING is highly imbalanced (55.3%) | Imbalance |
HEARAID is highly imbalanced (65.3%) | Imbalance |
HEARWAID is highly imbalanced (62.2%) | Imbalance |
WEIGHT has 1003 (11.6%) missing values | Missing |
HEIGHT has 1763 (20.4%) missing values | Missing |
BPSYS has 1027 (11.9%) missing values | Missing |
BPDIAS has 1034 (12.0%) missing values | Missing |
HRATE has 1859 (21.6%) missing values | Missing |
VISION has 1848 (21.4%) missing values | Missing |
VISCORR has 1850 (21.4%) missing values | Missing |
VISWCORR has 3159 (36.6%) missing values | Missing |
HEARING has 1849 (21.4%) missing values | Missing |
HEARAID has 1858 (21.5%) missing values | Missing |
HEARWAID has 7442 (86.3%) missing values | Missing |
HEIGHT is highly skewed (γ1 = 47.37579693) | Skewed |
BPDIAS is highly skewed (γ1 = 24.44842815) | Skewed |
OASIS_session_label has unique values | Unique |
days_to_visit has 1355 (15.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-17 16:25:51.564281 |
|---|---|
| Analysis finished | 2023-10-17 16:26:00.139233 |
| Duration | 8.57 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
OASISID
Text
| Distinct | 1378 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.5 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 69008 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 131 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | OAS30001 |
|---|---|
| 2nd row | OAS30001 |
| 3rd row | OAS30001 |
| 4th row | OAS30001 |
| 5th row | OAS30001 |
| Value | Count | Frequency (%) |
| oas30446 | 32 | 0.4% |
| oas30936 | 31 | 0.4% |
| oas30675 | 30 | 0.3% |
| oas30393 | 30 | 0.3% |
| oas31155 | 28 | 0.3% |
| oas30194 | 28 | 0.3% |
| oas30314 | 26 | 0.3% |
| oas31160 | 25 | 0.3% |
| oas31100 | 25 | 0.3% |
| oas30825 | 24 | 0.3% |
| Other values (1368) | 8347 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 11332 | |
| 0 | 9732 | |
| O | 8626 | |
| A | 8626 | |
| S | 8626 | |
| 1 | 4917 | |
| 2 | 2658 | 3.9% |
| 7 | 2585 | 3.7% |
| 4 | 2524 | 3.7% |
| 5 | 2518 | 3.6% |
| Other values (3) | 6864 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43130 | |
| Uppercase Letter | 25878 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 11332 | |
| 0 | 9732 | |
| 1 | 4917 | |
| 2 | 2658 | 6.2% |
| 7 | 2585 | 6.0% |
| 4 | 2524 | 5.9% |
| 5 | 2518 | 5.8% |
| 8 | 2345 | 5.4% |
| 6 | 2315 | 5.4% |
| 9 | 2204 | 5.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 8626 | |
| A | 8626 | |
| S | 8626 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43130 | |
| Latin | 25878 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 11332 | |
| 0 | 9732 | |
| 1 | 4917 | |
| 2 | 2658 | 6.2% |
| 7 | 2585 | 6.0% |
| 4 | 2524 | 5.9% |
| 5 | 2518 | 5.8% |
| 8 | 2345 | 5.4% |
| 6 | 2315 | 5.4% |
| 9 | 2204 | 5.1% |
Latin
| Value | Count | Frequency (%) |
| O | 8626 | |
| A | 8626 | |
| S | 8626 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 11332 | |
| 0 | 9732 | |
| O | 8626 | |
| A | 8626 | |
| S | 8626 | |
| 1 | 4917 | |
| 2 | 2658 | 3.9% |
| 7 | 2585 | 3.7% |
| 4 | 2524 | 3.7% |
| 5 | 2518 | 3.6% |
| Other values (3) | 6864 |
UNIQUE
| Distinct | 8626 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.5 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 20 |
| Mean length | 20.003014 |
| Min length | 20 |
Characters and Unicode
| Total characters | 172546 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8626 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | OAS30001_UDSb1_d0000 |
|---|---|
| 2nd row | OAS30001_UDSb1_d0339 |
| 3rd row | OAS30001_UDSb1_d0722 |
| 4th row | OAS30001_UDSb1_d1106 |
| 5th row | OAS30001_UDSb1_d1456 |
| Value | Count | Frequency (%) |
| oas30001_udsb1_d0000 | 1 | < 0.1% |
| oas30002_udsb1_d1850 | 1 | < 0.1% |
| oas30001_udsb1_d1894 | 1 | < 0.1% |
| oas30001_udsb1_d2181 | 1 | < 0.1% |
| oas30001_udsb1_d2699 | 1 | < 0.1% |
| oas30001_udsb1_d3025 | 1 | < 0.1% |
| oas30001_udsb1_d3332 | 1 | < 0.1% |
| oas30001_udsb1_d3675 | 1 | < 0.1% |
| oas30001_udsb1_d3977 | 1 | < 0.1% |
| oas30001_udsb1_d4349 | 1 | < 0.1% |
| Other values (8616) | 8616 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18864 | |
| 1 | 17853 | |
| S | 17252 | 10.0% |
| _ | 17252 | 10.0% |
| 3 | 14664 | 8.5% |
| O | 8626 | 5.0% |
| A | 8626 | 5.0% |
| d | 8626 | 5.0% |
| b | 8626 | 5.0% |
| D | 8626 | 5.0% |
| Other values (9) | 43531 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86281 | |
| Uppercase Letter | 51756 | |
| Connector Punctuation | 17252 | 10.0% |
| Lowercase Letter | 17252 | 10.0% |
| Dash Punctuation | 5 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18864 | |
| 1 | 17853 | |
| 3 | 14664 | |
| 2 | 6035 | 7.0% |
| 4 | 5575 | 6.5% |
| 5 | 5025 | 5.8% |
| 7 | 5003 | 5.8% |
| 8 | 4591 | 5.3% |
| 6 | 4470 | 5.2% |
| 9 | 4201 | 4.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 17252 | |
| O | 8626 | |
| A | 8626 | |
| D | 8626 | |
| U | 8626 |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 8626 | |
| b | 8626 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 17252 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 103538 | |
| Latin | 69008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18864 | |
| 1 | 17853 | |
| _ | 17252 | |
| 3 | 14664 | |
| 2 | 6035 | 5.8% |
| 4 | 5575 | 5.4% |
| 5 | 5025 | 4.9% |
| 7 | 5003 | 4.8% |
| 8 | 4591 | 4.4% |
| 6 | 4470 | 4.3% |
| Other values (2) | 4206 | 4.1% |
Latin
| Value | Count | Frequency (%) |
| S | 17252 | |
| O | 8626 | |
| A | 8626 | |
| d | 8626 | |
| b | 8626 | |
| D | 8626 | |
| U | 8626 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 172546 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18864 | |
| 1 | 17853 | |
| S | 17252 | 10.0% |
| _ | 17252 | 10.0% |
| 3 | 14664 | 8.5% |
| O | 8626 | 5.0% |
| A | 8626 | 5.0% |
| d | 8626 | 5.0% |
| b | 8626 | 5.0% |
| D | 8626 | 5.0% |
| Other values (9) | 43531 |
days_to_visit
Real number (ℝ)
ZEROS
| Distinct | 3426 |
|---|---|
| Distinct (%) | 39.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2031.2152 |
| Minimum | -39520 |
|---|---|
| Maximum | 12334 |
| Zeros | 1355 |
| Zeros (%) | 15.7% |
| Negative | 5 |
| Negative (%) | 0.1% |
| Memory size | 67.5 KiB |
Quantile statistics
| Minimum | -39520 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 469.75 |
| median | 1510 |
| Q3 | 3079 |
| 95-th percentile | 5619.25 |
| Maximum | 12334 |
| Range | 51854 |
| Interquartile range (IQR) | 2609.25 |
Descriptive statistics
| Standard deviation | 1951.0234 |
|---|---|
| Coefficient of variation (CV) | 0.9605203 |
| Kurtosis | 25.176248 |
| Mean | 2031.2152 |
| Median Absolute Deviation (MAD) | 1139 |
| Skewness | 0.040577843 |
| Sum | 17521262 |
| Variance | 3806492.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1355 | 15.7% |
| 371 | 26 | 0.3% |
| 364 | 19 | 0.2% |
| 385 | 18 | 0.2% |
| 378 | 18 | 0.2% |
| 357 | 14 | 0.2% |
| 1099 | 14 | 0.2% |
| 406 | 14 | 0.2% |
| 350 | 13 | 0.2% |
| 392 | 13 | 0.2% |
| Other values (3416) | 7122 |
| Value | Count | Frequency (%) |
| -39520 | 1 | < 0.1% |
| -101 | 1 | < 0.1% |
| -15 | 1 | < 0.1% |
| -2 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| 0 | 1355 | |
| 1 | 5 | 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12334 | 1 | |
| 11849 | 1 | |
| 11723 | 1 | |
| 11639 | 1 | |
| 11504 | 1 | |
| 11493 | 1 | |
| 11303 | 1 | |
| 11066 | 1 | |
| 10928 | 1 | |
| 10711 | 1 |
age at visit
Real number (ℝ)
| Distinct | 3163 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.33844 |
| Minimum | -47.25 |
|---|---|
| Maximum | 100.55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 67.5 KiB |
Quantile statistics
| Minimum | -47.25 |
|---|---|
| 5-th percentile | 59.41 |
| Q1 | 69.27 |
| median | 74.425 |
| Q3 | 79.91 |
| 95-th percentile | 88.16 |
| Maximum | 100.55 |
| Range | 147.8 |
| Interquartile range (IQR) | 10.64 |
Descriptive statistics
| Standard deviation | 8.6251294 |
|---|---|
| Coefficient of variation (CV) | 0.11602516 |
| Kurtosis | 4.9007513 |
| Mean | 74.33844 |
| Median Absolute Deviation (MAD) | 5.305 |
| Skewness | -0.58549591 |
| Sum | 641243.38 |
| Variance | 74.392857 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 75.04 | 12 | 0.1% |
| 70.75 | 12 | 0.1% |
| 73.59 | 12 | 0.1% |
| 73.78 | 11 | 0.1% |
| 74.07 | 11 | 0.1% |
| 68.75 | 11 | 0.1% |
| 69.85 | 11 | 0.1% |
| 75.18 | 11 | 0.1% |
| 69.44 | 11 | 0.1% |
| 67.53 | 11 | 0.1% |
| Other values (3153) | 8513 |
| Value | Count | Frequency (%) |
| -47.25 | 1 | |
| 42.5 | 1 | |
| 43.24 | 1 | |
| 43.5 | 1 | |
| 45.22 | 1 | |
| 45.24 | 1 | |
| 45.3 | 1 | |
| 45.52 | 1 | |
| 45.61 | 1 | |
| 45.66 | 2 |
| Value | Count | Frequency (%) |
| 100.55 | 1 | |
| 99.24 | 1 | |
| 98.95 | 1 | |
| 98.9 | 1 | |
| 98.73 | 1 | |
| 98.69 | 1 | |
| 98.34 | 1 | |
| 98.27 | 1 | |
| 97.98 | 1 | |
| 97.85 | 1 |
WEIGHT
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 652 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 1003 |
| Missing (%) | 11.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.42991 |
| Minimum | 67 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.5 KiB |
Quantile statistics
| Minimum | 67 |
|---|---|
| 5-th percentile | 114.05 |
| Q1 | 144 |
| median | 167 |
| Q3 | 192 |
| 95-th percentile | 238 |
| Maximum | 999 |
| Range | 932 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 70.87728 |
|---|---|
| Coefficient of variation (CV) | 0.40633673 |
| Kurtosis | 86.749615 |
| Mean | 174.42991 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 8.0677249 |
| Sum | 1329679.2 |
| Variance | 5023.5889 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 184 | 106 | 1.2% |
| 160 | 104 | 1.2% |
| 180 | 101 | 1.2% |
| 156 | 100 | 1.2% |
| 172 | 91 | 1.1% |
| 162 | 86 | 1.0% |
| 166 | 85 | 1.0% |
| 154 | 82 | 1.0% |
| 178 | 82 | 1.0% |
| 187 | 81 | 0.9% |
| Other values (642) | 6705 | |
| (Missing) | 1003 | 11.6% |
| Value | Count | Frequency (%) |
| 67 | 1 | < 0.1% |
| 74 | 2 | |
| 75.5 | 1 | < 0.1% |
| 78 | 2 | |
| 79 | 2 | |
| 81 | 2 | |
| 82 | 2 | |
| 83 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 88 | 3 |
| Value | Count | Frequency (%) |
| 999 | 26 | |
| 888 | 20 | |
| 326 | 1 | < 0.1% |
| 320 | 1 | < 0.1% |
| 317 | 1 | < 0.1% |
| 316 | 3 | < 0.1% |
| 315 | 1 | < 0.1% |
| 311 | 2 | < 0.1% |
| 310 | 1 | < 0.1% |
| 308 | 1 | < 0.1% |
HEIGHT
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED
| Distinct | 233 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 1763 |
| Missing (%) | 20.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.693765 |
| Minimum | 51 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.5 KiB |
Quantile statistics
| Minimum | 51 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 63 |
| median | 65.5 |
| Q3 | 69 |
| 95-th percentile | 72.5 |
| Maximum | 9999 |
| Range | 9948 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 208.30558 |
|---|---|
| Coefficient of variation (CV) | 2.9465905 |
| Kurtosis | 2255.2355 |
| Mean | 70.693765 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 47.375797 |
| Sum | 485171.31 |
| Variance | 43391.214 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 64 | 427 | 5.0% |
| 62 | 396 | 4.6% |
| 63 | 385 | 4.5% |
| 67 | 384 | 4.5% |
| 65 | 346 | 4.0% |
| 70 | 335 | 3.9% |
| 66 | 328 | 3.8% |
| 69 | 279 | 3.2% |
| 68 | 277 | 3.2% |
| 61 | 217 | 2.5% |
| Other values (223) | 3489 | |
| (Missing) | 1763 |
| Value | Count | Frequency (%) |
| 51 | 3 | |
| 52 | 4 | |
| 52.3 | 1 | < 0.1% |
| 52.4 | 1 | < 0.1% |
| 52.5 | 3 | |
| 52.7 | 1 | < 0.1% |
| 52.75 | 2 | < 0.1% |
| 53 | 6 | |
| 53.5 | 1 | < 0.1% |
| 54 | 4 |
| Value | Count | Frequency (%) |
| 9999 | 3 | < 0.1% |
| 999 | 2 | < 0.1% |
| 183 | 1 | < 0.1% |
| 99.9 | 10 | 0.1% |
| 99 | 19 | |
| 88.8 | 37 | |
| 79.8 | 1 | < 0.1% |
| 79.5 | 1 | < 0.1% |
| 79.3 | 1 | < 0.1% |
| 79 | 7 | 0.1% |
BPSYS
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 98 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 1027 |
| Missing (%) | 11.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.63416 |
| Minimum | 2 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 104 |
| Q1 | 118 |
| median | 128 |
| Q3 | 140 |
| 95-th percentile | 160 |
| Maximum | 999 |
| Range | 997 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 41.580399 |
|---|---|
| Coefficient of variation (CV) | 0.31829652 |
| Kurtosis | 334.8999 |
| Mean | 130.63416 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 16.816224 |
| Sum | 992689 |
| Variance | 1728.9296 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 120 | 723 | 8.4% |
| 130 | 646 | 7.5% |
| 140 | 498 | 5.8% |
| 110 | 458 | 5.3% |
| 118 | 440 | 5.1% |
| 122 | 410 | 4.8% |
| 138 | 374 | 4.3% |
| 128 | 360 | 4.2% |
| 132 | 320 | 3.7% |
| 124 | 299 | 3.5% |
| Other values (88) | 3071 | |
| (Missing) | 1027 | 11.9% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 88 | 4 | < 0.1% |
| 90 | 18 | |
| 92 | 5 | 0.1% |
| 93 | 1 | < 0.1% |
| 94 | 9 | |
| 95 | 1 | < 0.1% |
| 96 | 13 |
| Value | Count | Frequency (%) |
| 999 | 10 | |
| 888 | 6 | |
| 408 | 1 | < 0.1% |
| 210 | 2 | < 0.1% |
| 202 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 198 | 2 | < 0.1% |
| 196 | 1 | < 0.1% |
| 194 | 3 | < 0.1% |
| 192 | 4 | < 0.1% |
BPDIAS
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 1034 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.256718 |
| Minimum | 40 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.5 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 66 |
| median | 72 |
| Q3 | 80 |
| 95-th percentile | 90 |
| Maximum | 999 |
| Range | 959 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 34.928771 |
|---|---|
| Coefficient of variation (CV) | 0.4703786 |
| Kurtosis | 644.74787 |
| Mean | 74.256718 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 24.448428 |
| Sum | 563757 |
| Variance | 1220.0191 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 1132 | |
| 80 | 1049 | |
| 60 | 791 | |
| 78 | 577 | 6.7% |
| 72 | 491 | 5.7% |
| 82 | 425 | 4.9% |
| 68 | 407 | 4.7% |
| 64 | 407 | 4.7% |
| 62 | 326 | 3.8% |
| 84 | 251 | 2.9% |
| Other values (50) | 1736 | |
| (Missing) | 1034 |
| Value | Count | Frequency (%) |
| 40 | 3 | < 0.1% |
| 42 | 2 | < 0.1% |
| 44 | 2 | < 0.1% |
| 46 | 1 | < 0.1% |
| 48 | 2 | < 0.1% |
| 50 | 54 | |
| 52 | 16 | 0.2% |
| 53 | 1 | < 0.1% |
| 54 | 24 | |
| 55 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 999 | 10 | 0.1% |
| 118 | 1 | < 0.1% |
| 112 | 1 | < 0.1% |
| 110 | 1 | < 0.1% |
| 108 | 1 | < 0.1% |
| 106 | 2 | < 0.1% |
| 104 | 4 | < 0.1% |
| 102 | 5 | 0.1% |
| 100 | 48 | |
| 99 | 1 | < 0.1% |
HRATE
Real number (ℝ)
MISSING
| Distinct | 68 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 1859 |
| Missing (%) | 21.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.481159 |
| Minimum | 40 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.5 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 60 |
| median | 68 |
| Q3 | 76 |
| 95-th percentile | 88 |
| Maximum | 999 |
| Range | 959 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 51.703407 |
|---|---|
| Coefficient of variation (CV) | 0.72331518 |
| Kurtosis | 294.2878 |
| Mean | 71.481159 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 16.845219 |
| Sum | 483713 |
| Variance | 2673.2423 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 1117 | |
| 64 | 930 | |
| 72 | 837 | |
| 68 | 659 | 7.6% |
| 80 | 571 | 6.6% |
| 76 | 389 | 4.5% |
| 56 | 328 | 3.8% |
| 78 | 209 | 2.4% |
| 84 | 185 | 2.1% |
| 62 | 176 | 2.0% |
| Other values (58) | 1366 | |
| (Missing) | 1859 |
| Value | Count | Frequency (%) |
| 40 | 5 | 0.1% |
| 41 | 1 | < 0.1% |
| 42 | 7 | 0.1% |
| 44 | 13 | 0.2% |
| 45 | 2 | < 0.1% |
| 46 | 9 | 0.1% |
| 48 | 71 | |
| 49 | 2 | < 0.1% |
| 50 | 37 | |
| 51 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 999 | 17 | |
| 888 | 4 | < 0.1% |
| 272 | 1 | < 0.1% |
| 156 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 118 | 1 | < 0.1% |
| 112 | 1 | < 0.1% |
| 110 | 2 | < 0.1% |
| 108 | 2 | < 0.1% |
| 104 | 7 |
VISION
Categorical
HIGH CORRELATION MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1848 |
| Missing (%) | 21.4% |
| Memory size | 67.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 9.0 | 133 |
| 7.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20334 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 4538 | |
| 0.0 | 2106 | |
| 9.0 | 133 | 1.5% |
| 7.0 | 1 | < 0.1% |
| (Missing) | 1848 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 4538 | |
| 0.0 | 2106 | |
| 9.0 | 133 | 2.0% |
| 7.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8884 | |
| . | 6778 | |
| 1 | 4538 | |
| 9 | 133 | 0.7% |
| 7 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13556 | |
| Other Punctuation | 6778 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8884 | |
| 1 | 4538 | |
| 9 | 133 | 1.0% |
| 7 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6778 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20334 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8884 | |
| . | 6778 | |
| 1 | 4538 | |
| 9 | 133 | 0.7% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20334 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8884 | |
| . | 6778 | |
| 1 | 4538 | |
| 9 | 133 | 0.7% |
| 7 | 1 | < 0.1% |
VISCORR
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1850 |
| Missing (%) | 21.4% |
| Memory size | 67.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 9.0 | 14 |
| 6.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20328 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 5524 | |
| 0.0 | 1237 | 14.3% |
| 9.0 | 14 | 0.2% |
| 6.0 | 1 | < 0.1% |
| (Missing) | 1850 | 21.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 5524 | |
| 0.0 | 1237 | 18.3% |
| 9.0 | 14 | 0.2% |
| 6.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| . | 6776 | |
| 1 | 5524 | |
| 9 | 14 | 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13552 | |
| Other Punctuation | 6776 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| 1 | 5524 | |
| 9 | 14 | 0.1% |
| 6 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6776 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20328 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| . | 6776 | |
| 1 | 5524 | |
| 9 | 14 | 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| . | 6776 | |
| 1 | 5524 | |
| 9 | 14 | 0.1% |
| 6 | 1 | < 0.1% |
VISWCORR
Categorical
IMBALANCE MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3159 |
| Missing (%) | 36.6% |
| Memory size | 67.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 198 |
| 9.0 | 80 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 16401 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 5188 | |
| 0.0 | 198 | 2.3% |
| 9.0 | 80 | 0.9% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 3159 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 5188 | |
| 0.0 | 198 | 3.6% |
| 9.0 | 80 | 1.5% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5665 | |
| . | 5467 | |
| 1 | 5188 | |
| 9 | 80 | 0.5% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10934 | |
| Other Punctuation | 5467 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5665 | |
| 1 | 5188 | |
| 9 | 80 | 0.7% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5467 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16401 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5665 | |
| . | 5467 | |
| 1 | 5188 | |
| 9 | 80 | 0.5% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16401 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5665 | |
| . | 5467 | |
| 1 | 5188 | |
| 9 | 80 | 0.5% |
| 3 | 1 | < 0.1% |
HEARING
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1849 |
| Missing (%) | 21.4% |
| Memory size | 67.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 9.0 | 386 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20331 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 5429 | |
| 0.0 | 961 | 11.1% |
| 9.0 | 386 | 4.5% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 1849 | 21.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 5429 | |
| 0.0 | 961 | 14.2% |
| 9.0 | 386 | 5.7% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7738 | |
| . | 6777 | |
| 1 | 5429 | |
| 9 | 386 | 1.9% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13554 | |
| Other Punctuation | 6777 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7738 | |
| 1 | 5429 | |
| 9 | 386 | 2.8% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6777 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20331 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7738 | |
| . | 6777 | |
| 1 | 5429 | |
| 9 | 386 | 1.9% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20331 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7738 | |
| . | 6777 | |
| 1 | 5429 | |
| 9 | 386 | 1.9% |
| 3 | 1 | < 0.1% |
HEARAID
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1858 |
| Missing (%) | 21.5% |
| Memory size | 67.5 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 9.0 | 19 |
| 6.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20304 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5577 | |
| 1.0 | 1171 | 13.6% |
| 9.0 | 19 | 0.2% |
| 6.0 | 1 | < 0.1% |
| (Missing) | 1858 | 21.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5577 | |
| 1.0 | 1171 | 17.3% |
| 9.0 | 19 | 0.3% |
| 6.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12345 | |
| . | 6768 | |
| 1 | 1171 | 5.8% |
| 9 | 19 | 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13536 | |
| Other Punctuation | 6768 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12345 | |
| 1 | 1171 | 8.7% |
| 9 | 19 | 0.1% |
| 6 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6768 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20304 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12345 | |
| . | 6768 | |
| 1 | 1171 | 5.8% |
| 9 | 19 | 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20304 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12345 | |
| . | 6768 | |
| 1 | 1171 | 5.8% |
| 9 | 19 | 0.1% |
| 6 | 1 | < 0.1% |
HEARWAID
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 7442 |
| Missing (%) | 86.3% |
| Memory size | 67.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 82 |
| 9.0 | 47 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3552 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1055 | 12.2% |
| 0.0 | 82 | 1.0% |
| 9.0 | 47 | 0.5% |
| (Missing) | 7442 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1055 | |
| 0.0 | 82 | 6.9% |
| 9.0 | 47 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1266 | |
| . | 1184 | |
| 1 | 1055 | |
| 9 | 47 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2368 | |
| Other Punctuation | 1184 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1266 | |
| 1 | 1055 | |
| 9 | 47 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1184 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3552 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1266 | |
| . | 1184 | |
| 1 | 1055 | |
| 9 | 47 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3552 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1266 | |
| . | 1184 | |
| 1 | 1055 | |
| 9 | 47 | 1.3% |
| days_to_visit | age at visit | WEIGHT | HEIGHT | BPSYS | BPDIAS | HRATE | VISION | VISCORR | VISWCORR | HEARING | HEARAID | HEARWAID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| days_to_visit | 1.000 | 0.368 | -0.071 | -0.078 | -0.047 | -0.092 | 0.017 | 0.051 | 0.042 | 0.000 | 0.080 | 0.075 | 0.000 |
| age at visit | 0.368 | 1.000 | -0.169 | -0.083 | 0.117 | -0.161 | -0.053 | 0.025 | 0.031 | 0.038 | 0.162 | 0.156 | 0.086 |
| WEIGHT | -0.071 | -0.169 | 1.000 | 0.549 | 0.110 | 0.174 | -0.022 | 0.047 | 0.119 | 0.024 | 0.048 | 0.103 | 0.044 |
| HEIGHT | -0.078 | -0.083 | 0.549 | 1.000 | -0.002 | 0.050 | -0.106 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| BPSYS | -0.047 | 0.117 | 0.110 | -0.002 | 1.000 | 0.505 | 0.017 | 0.056 | 0.144 | 0.000 | 0.026 | 0.124 | 0.015 |
| BPDIAS | -0.092 | -0.161 | 0.174 | 0.050 | 0.505 | 1.000 | 0.090 | 0.076 | 0.252 | 0.000 | 0.036 | 0.215 | 1.000 |
| HRATE | 0.017 | -0.053 | -0.022 | -0.106 | 0.017 | 0.090 | 1.000 | 0.064 | 0.147 | 0.000 | 0.009 | 0.125 | 0.056 |
| VISION | 0.051 | 0.025 | 0.047 | 0.000 | 0.056 | 0.076 | 0.064 | 1.000 | 0.610 | 0.106 | 0.181 | 0.067 | 0.102 |
| VISCORR | 0.042 | 0.031 | 0.119 | 0.000 | 0.144 | 0.252 | 0.147 | 0.610 | 1.000 | 0.128 | 0.051 | 0.213 | 0.062 |
| VISWCORR | 0.000 | 0.038 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.106 | 0.128 | 1.000 | 0.035 | 0.000 | 0.184 |
| HEARING | 0.080 | 0.162 | 0.048 | 0.000 | 0.026 | 0.036 | 0.009 | 0.181 | 0.051 | 0.035 | 1.000 | 0.716 | 0.145 |
| HEARAID | 0.075 | 0.156 | 0.103 | 0.000 | 0.124 | 0.215 | 0.125 | 0.067 | 0.213 | 0.000 | 0.716 | 1.000 | 0.241 |
| HEARWAID | 0.000 | 0.086 | 0.044 | 0.000 | 0.015 | 1.000 | 0.056 | 0.102 | 0.062 | 0.184 | 0.145 | 0.241 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| OASISID | OASIS_session_label | days_to_visit | age at visit | WEIGHT | HEIGHT | BPSYS | BPDIAS | HRATE | VISION | VISCORR | VISWCORR | HEARING | HEARAID | HEARWAID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | OAS30001 | OAS30001_UDSb1_d0000 | 0 | 65.19 | 999.000000 | 999.0 | 138.0 | 70.0 | 72.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 1 | OAS30001 | OAS30001_UDSb1_d0339 | 339 | 66.12 | 155.000000 | 64.0 | 138.0 | 72.0 | 78.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 2 | OAS30001 | OAS30001_UDSb1_d0722 | 722 | 67.17 | 162.000000 | 64.0 | 144.0 | 80.0 | 60.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 3 | OAS30001 | OAS30001_UDSb1_d1106 | 1106 | 68.22 | 167.000000 | 63.5 | 130.0 | 82.0 | 68.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 4 | OAS30001 | OAS30001_UDSb1_d1456 | 1456 | 69.18 | 173.000000 | 63.5 | 142.0 | 70.0 | 72.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 5 | OAS30001 | OAS30001_UDSb1_d1894 | 1894 | 70.38 | 177.000000 | 63.0 | 126.0 | 76.0 | 68.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 6 | OAS30001 | OAS30001_UDSb1_d2181 | 2181 | 71.17 | 180.000000 | 63.0 | 124.0 | 64.0 | 64.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 7 | OAS30001 | OAS30001_UDSb1_d2699 | 2699 | 72.59 | 184.199951 | 63.5 | 140.0 | 78.0 | 64.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 8 | OAS30001 | OAS30001_UDSb1_d3025 | 3025 | 73.48 | 180.000000 | 63.5 | 114.0 | 70.0 | 68.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 9 | OAS30001 | OAS30001_UDSb1_d3332 | 3332 | 74.32 | 185.000000 | 63.0 | 164.0 | 90.0 | 58.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| OASISID | OASIS_session_label | days_to_visit | age at visit | WEIGHT | HEIGHT | BPSYS | BPDIAS | HRATE | VISION | VISCORR | VISWCORR | HEARING | HEARAID | HEARWAID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8616 | OAS31470 | OAS31470_UDSb1_d0419 | 419 | 66.06 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8617 | OAS31471 | OAS31471_UDSb1_d0000 | 0 | 65.30 | 295.199951 | 79.8 | 132.0 | 78.0 | 54.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 8618 | OAS31471 | OAS31471_UDSb1_d0457 | 457 | 66.55 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8619 | OAS31472 | OAS31472_UDSb1_d0000 | 0 | 67.27 | 122.599976 | 63.5 | 100.0 | 60.0 | 60.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 8620 | OAS31472 | OAS31472_UDSb1_d0482 | 482 | 68.59 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8621 | OAS31472 | OAS31472_UDSb1_d0826 | 826 | 69.53 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8622 | OAS31473 | OAS31473_UDSb1_d0000 | 0 | 56.61 | 219.000000 | 76.5 | 132.0 | 76.0 | 64.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 8623 | OAS31473 | OAS31473_UDSb1_d1142 | 1142 | 59.74 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8624 | OAS31474 | OAS31474_UDSb1_d0000 | 0 | 81.84 | 151.000000 | 63.0 | 140.0 | 80.0 | 68.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |
| 8625 | OAS31474 | OAS31474_UDSb1_d0732 | 732 | 83.85 | 150.000000 | 62.0 | 138.0 | 62.0 | 60.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN |